Overview
Brought to you by YData
Dataset statistics
| Number of variables | 17 |
|---|---|
| Number of observations | 515 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 72.4 KiB |
| Average record size in memory | 144.0 B |
Variable types
| Numeric | 15 |
|---|---|
| DateTime | 1 |
| Categorical | 1 |
label is highly imbalanced (72.0%) | Imbalance |
hr_max is highly skewed (γ1 = 22.68410691) | Skewed |
date has unique values | Unique |
hr_mean has 98 (19.0%) zeros | Zeros |
hr_min has 510 (99.0%) zeros | Zeros |
hr_max has 98 (19.0%) zeros | Zeros |
hr_median has 100 (19.4%) zeros | Zeros |
hr_valid_count has 85 (16.5%) zeros | Zeros |
gyr_var has 82 (15.9%) zeros | Zeros |
gyr_max has 81 (15.7%) zeros | Zeros |
gyr_energy has 81 (15.7%) zeros | Zeros |
linacc_var has 82 (15.9%) zeros | Zeros |
linacc_max has 81 (15.7%) zeros | Zeros |
linacc_energy has 81 (15.7%) zeros | Zeros |
steps_walking has 21 (4.1%) zeros | Zeros |
steps_running has 152 (29.5%) zeros | Zeros |
total_distance has 21 (4.1%) zeros | Zeros |
total_calories has 21 (4.1%) zeros | Zeros |
Reproduction
| Analysis started | 2025-06-08 12:13:15.496432 |
|---|---|
| Analysis finished | 2025-06-08 12:14:01.102180 |
| Duration | 45.61 seconds |
| Software version | ydata-profiling vv4.16.1 |
| Download configuration | config.json |
Variables
hr_mean
Real number (ℝ)
Zeros
| Distinct | 417 |
|---|---|
| Distinct (%) | 81.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 73.84019 |
| Minimum | 0 |
|---|---|
| Maximum | 184.076 |
| Zeros | 98 |
| Zeros (%) | 19.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 8.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 74.8015 |
| median | 87.174 |
| Q3 | 95.07 |
| 95-th percentile | 109.7976 |
| Maximum | 184.076 |
| Range | 184.076 |
| Interquartile range (IQR) | 20.2685 |
Descriptive statistics
| Standard deviation | 38.242047 |
|---|---|
| Coefficient of variation (CV) | 0.51790288 |
| Kurtosis | 0.26357742 |
| Mean | 73.84019 |
| Median Absolute Deviation (MAD) | 9.571 |
| Skewness | -1.0476365 |
| Sum | 38027.698 |
| Variance | 1462.4542 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 98 | 19.0% |
| 91.181 | 2 | 0.4% |
| 75.075 | 1 | 0.2% |
| 88.985 | 1 | 0.2% |
| 86.107 | 1 | 0.2% |
| 83.61 | 1 | 0.2% |
| 64.753 | 1 | 0.2% |
| 68.412 | 1 | 0.2% |
| 89.444 | 1 | 0.2% |
| 86.413 | 1 | 0.2% |
| Other values (407) | 407 |
| Value | Count | Frequency (%) |
| 0 | 98 | |
| 28.071 | 1 | 0.2% |
| 38.468 | 1 | 0.2% |
| 63.154 | 1 | 0.2% |
| 64.291 | 1 | 0.2% |
| 64.753 | 1 | 0.2% |
| 65.267 | 1 | 0.2% |
| 67.354 | 1 | 0.2% |
| 67.429 | 1 | 0.2% |
| 67.683 | 1 | 0.2% |
| Value | Count | Frequency (%) |
| 184.076 | 1 | |
| 181.726 | 1 | |
| 165.029 | 1 | |
| 164.472 | 1 | |
| 154.912 | 1 | |
| 152.21 | 1 | |
| 131.51 | 1 | |
| 126.622 | 1 | |
| 122.479 | 1 | |
| 121.323 | 1 |
hr_min
Real number (ℝ)
Zeros
| Distinct | 6 |
|---|---|
| Distinct (%) | 1.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.66213592 |
| Minimum | 0 |
|---|---|
| Maximum | 77 |
| Zeros | 510 |
| Zeros (%) | 99.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 8.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 77 |
| Range | 77 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 6.7618194 |
|---|---|
| Coefficient of variation (CV) | 10.212132 |
| Kurtosis | 105.9107 |
| Mean | 0.66213592 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 10.301012 |
| Sum | 341 |
| Variance | 45.722202 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=6)
| Value | Count | Frequency (%) |
| 0 | 510 | |
| 50 | 1 | 0.2% |
| 77 | 1 | 0.2% |
| 67 | 1 | 0.2% |
| 72 | 1 | 0.2% |
| 75 | 1 | 0.2% |
| Value | Count | Frequency (%) |
| 0 | 510 | |
| 50 | 1 | 0.2% |
| 67 | 1 | 0.2% |
| 72 | 1 | 0.2% |
| 75 | 1 | 0.2% |
| 77 | 1 | 0.2% |
| Value | Count | Frequency (%) |
| 77 | 1 | 0.2% |
| 75 | 1 | 0.2% |
| 72 | 1 | 0.2% |
| 67 | 1 | 0.2% |
| 50 | 1 | 0.2% |
| 0 | 510 |
hr_max
Real number (ℝ)
Skewed Zeros
| Distinct | 106 |
|---|---|
| Distinct (%) | 20.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 337.13398 |
| Minimum | 0 |
|---|---|
| Maximum | 100000 |
| Zeros | 98 |
| Zeros (%) | 19.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 8.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 137.5 |
| median | 171 |
| Q3 | 191 |
| 95-th percentile | 216 |
| Maximum | 100000 |
| Range | 100000 |
| Interquartile range (IQR) | 53.5 |
Descriptive statistics
| Standard deviation | 4400.8264 |
|---|---|
| Coefficient of variation (CV) | 13.053642 |
| Kurtosis | 514.71205 |
| Mean | 337.13398 |
| Median Absolute Deviation (MAD) | 24 |
| Skewness | 22.684107 |
| Sum | 173624 |
| Variance | 19367273 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 98 | 19.0% |
| 220 | 17 | 3.3% |
| 183 | 16 | 3.1% |
| 178 | 11 | 2.1% |
| 190 | 10 | 1.9% |
| 158 | 9 | 1.7% |
| 182 | 9 | 1.7% |
| 184 | 9 | 1.7% |
| 179 | 8 | 1.6% |
| 174 | 8 | 1.6% |
| Other values (96) | 320 |
| Value | Count | Frequency (%) |
| 0 | 98 | |
| 83 | 1 | 0.2% |
| 88 | 1 | 0.2% |
| 102 | 1 | 0.2% |
| 109 | 1 | 0.2% |
| 110 | 1 | 0.2% |
| 111 | 1 | 0.2% |
| 112 | 1 | 0.2% |
| 113 | 2 | 0.4% |
| 114 | 1 | 0.2% |
| Value | Count | Frequency (%) |
| 100000 | 1 | 0.2% |
| 220 | 17 | |
| 219 | 3 | 0.6% |
| 218 | 1 | 0.2% |
| 217 | 3 | 0.6% |
| 216 | 2 | 0.4% |
| 215 | 2 | 0.4% |
| 214 | 2 | 0.4% |
| 213 | 2 | 0.4% |
| 212 | 1 | 0.2% |
hr_median
Real number (ℝ)
Zeros
| Distinct | 67 |
|---|---|
| Distinct (%) | 13.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 70.500971 |
| Minimum | 0 |
|---|---|
| Maximum | 189 |
| Zeros | 100 |
| Zeros (%) | 19.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 8.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 70 |
| median | 82 |
| Q3 | 91.5 |
| 95-th percentile | 106 |
| Maximum | 189 |
| Range | 189 |
| Interquartile range (IQR) | 21.5 |
Descriptive statistics
| Standard deviation | 37.634086 |
|---|---|
| Coefficient of variation (CV) | 0.53380947 |
| Kurtosis | 0.41614196 |
| Mean | 70.500971 |
| Median Absolute Deviation (MAD) | 10 |
| Skewness | -0.82100468 |
| Sum | 36308 |
| Variance | 1416.3244 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 100 | 19.4% |
| 86 | 27 | 5.2% |
| 85 | 17 | 3.3% |
| 80 | 17 | 3.3% |
| 84 | 17 | 3.3% |
| 89 | 15 | 2.9% |
| 88 | 14 | 2.7% |
| 74 | 14 | 2.7% |
| 93 | 14 | 2.7% |
| 79 | 14 | 2.7% |
| Other values (57) | 266 |
| Value | Count | Frequency (%) |
| 0 | 100 | |
| 61 | 1 | 0.2% |
| 62 | 2 | 0.4% |
| 63 | 4 | 0.8% |
| 64 | 1 | 0.2% |
| 65 | 4 | 0.8% |
| 66 | 5 | 1.0% |
| 67 | 3 | 0.6% |
| 68 | 3 | 0.6% |
| 69 | 4 | 0.8% |
| Value | Count | Frequency (%) |
| 189 | 1 | |
| 187 | 1 | |
| 185 | 1 | |
| 173 | 1 | |
| 171 | 1 | |
| 156 | 1 | |
| 151 | 1 | |
| 135 | 1 | |
| 130 | 1 | |
| 125 | 1 |
hr_valid_count
Real number (ℝ)
Zeros
| Distinct | 423 |
|---|---|
| Distinct (%) | 82.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 203387.77 |
| Minimum | 0 |
|---|---|
| Maximum | 628379 |
| Zeros | 85 |
| Zeros (%) | 16.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 8.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 47455 |
| median | 209212 |
| Q3 | 335880 |
| 95-th percentile | 401485 |
| Maximum | 628379 |
| Range | 628379 |
| Interquartile range (IQR) | 288425 |
Descriptive statistics
| Standard deviation | 145339.21 |
|---|---|
| Coefficient of variation (CV) | 0.7145917 |
| Kurtosis | -1.1546882 |
| Mean | 203387.77 |
| Median Absolute Deviation (MAD) | 132101 |
| Skewness | -0.060796172 |
| Sum | 1.047447 × 108 |
| Variance | 2.1123486 × 1010 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 85 | 16.5% |
| 1 | 8 | 1.6% |
| 357554 | 2 | 0.4% |
| 314668 | 1 | 0.2% |
| 369977 | 1 | 0.2% |
| 175557 | 1 | 0.2% |
| 380436 | 1 | 0.2% |
| 372214 | 1 | 0.2% |
| 83193 | 1 | 0.2% |
| 201343 | 1 | 0.2% |
| Other values (413) | 413 |
| Value | Count | Frequency (%) |
| 0 | 85 | |
| 1 | 8 | 1.6% |
| 2 | 1 | 0.2% |
| 36 | 1 | 0.2% |
| 54 | 1 | 0.2% |
| 99 | 1 | 0.2% |
| 326 | 1 | 0.2% |
| 348 | 1 | 0.2% |
| 619 | 1 | 0.2% |
| 1536 | 1 | 0.2% |
| Value | Count | Frequency (%) |
| 628379 | 1 | |
| 572140 | 1 | |
| 490356 | 1 | |
| 487982 | 1 | |
| 461733 | 1 | |
| 456325 | 1 | |
| 453955 | 1 | |
| 450793 | 1 | |
| 442003 | 1 | |
| 430804 | 1 |
gyr_var
Real number (ℝ)
Zeros
| Distinct | 434 |
|---|---|
| Distinct (%) | 84.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2669.4804 |
| Minimum | 0 |
|---|---|
| Maximum | 9926.019 |
| Zeros | 82 |
| Zeros (%) | 15.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 8.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 717.7425 |
| median | 2330.212 |
| Q3 | 4024.363 |
| 95-th percentile | 7491.5557 |
| Maximum | 9926.019 |
| Range | 9926.019 |
| Interquartile range (IQR) | 3306.6205 |
Descriptive statistics
| Standard deviation | 2299.0872 |
|---|---|
| Coefficient of variation (CV) | 0.86124893 |
| Kurtosis | 0.3186063 |
| Mean | 2669.4804 |
| Median Absolute Deviation (MAD) | 1663.253 |
| Skewness | 0.88181095 |
| Sum | 1374782.4 |
| Variance | 5285801.8 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 82 | 15.9% |
| 2679.194 | 1 | 0.2% |
| 2618.271 | 1 | 0.2% |
| 2935.826 | 1 | 0.2% |
| 25.423 | 1 | 0.2% |
| 1955.039 | 1 | 0.2% |
| 3091.898 | 1 | 0.2% |
| 4851.522 | 1 | 0.2% |
| 4578.91 | 1 | 0.2% |
| 0.034 | 1 | 0.2% |
| Other values (424) | 424 |
| Value | Count | Frequency (%) |
| 0 | 82 | |
| 0.008 | 1 | 0.2% |
| 0.014 | 1 | 0.2% |
| 0.02 | 1 | 0.2% |
| 0.023 | 1 | 0.2% |
| 0.026 | 1 | 0.2% |
| 0.034 | 1 | 0.2% |
| 0.06 | 1 | 0.2% |
| 0.072 | 1 | 0.2% |
| 6.604 | 1 | 0.2% |
| Value | Count | Frequency (%) |
| 9926.019 | 1 | |
| 9566.273 | 1 | |
| 9306.915 | 1 | |
| 9293.459 | 1 | |
| 9212.549 | 1 | |
| 8972.274 | 1 | |
| 8856.626 | 1 | |
| 8842.383 | 1 | |
| 8815.162 | 1 | |
| 8735.823 | 1 |
gyr_max
Real number (ℝ)
Zeros
| Distinct | 435 |
|---|---|
| Distinct (%) | 84.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1330.1239 |
| Minimum | 0 |
|---|---|
| Maximum | 3240.984 |
| Zeros | 81 |
| Zeros (%) | 15.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 8.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1071.665 |
| median | 1448.167 |
| Q3 | 1823.158 |
| 95-th percentile | 2325.2385 |
| Maximum | 3240.984 |
| Range | 3240.984 |
| Interquartile range (IQR) | 751.493 |
Descriptive statistics
| Standard deviation | 742.67185 |
|---|---|
| Coefficient of variation (CV) | 0.55834789 |
| Kurtosis | -0.43403382 |
| Mean | 1330.1239 |
| Median Absolute Deviation (MAD) | 377.128 |
| Skewness | -0.55458072 |
| Sum | 685013.79 |
| Variance | 551561.48 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 81 | 15.7% |
| 932.156 | 1 | 0.2% |
| 2279.113 | 1 | 0.2% |
| 914.036 | 1 | 0.2% |
| 1535.337 | 1 | 0.2% |
| 1471.066 | 1 | 0.2% |
| 2333.799 | 1 | 0.2% |
| 2031.552 | 1 | 0.2% |
| 0.757 | 1 | 0.2% |
| 1089.124 | 1 | 0.2% |
| Other values (425) | 425 |
| Value | Count | Frequency (%) |
| 0 | 81 | |
| 0.757 | 1 | 0.2% |
| 2.294 | 1 | 0.2% |
| 2.344 | 1 | 0.2% |
| 2.374 | 1 | 0.2% |
| 2.446 | 1 | 0.2% |
| 2.466 | 1 | 0.2% |
| 3.476 | 1 | 0.2% |
| 42.039 | 1 | 0.2% |
| 115.928 | 1 | 0.2% |
| Value | Count | Frequency (%) |
| 3240.984 | 1 | |
| 2972.708 | 1 | |
| 2940.773 | 1 | |
| 2758.137 | 1 | |
| 2749.562 | 1 | |
| 2674.624 | 1 | |
| 2606.131 | 1 | |
| 2574.621 | 1 | |
| 2530.265 | 1 | |
| 2521.665 | 1 |
gyr_energy
Real number (ℝ)
Zeros
| Distinct | 435 |
|---|---|
| Distinct (%) | 84.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.830952 × 109 |
| Minimum | 0 |
|---|---|
| Maximum | 1.4006945 × 1010 |
| Zeros | 81 |
| Zeros (%) | 15.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 8.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 5.6718844 × 108 |
| median | 2.5502914 × 109 |
| Q3 | 4.3940021 × 109 |
| 95-th percentile | 7.273199 × 109 |
| Maximum | 1.4006945 × 1010 |
| Range | 1.4006945 × 1010 |
| Interquartile range (IQR) | 3.8268136 × 109 |
Descriptive statistics
| Standard deviation | 2.4541077 × 109 |
|---|---|
| Coefficient of variation (CV) | 0.86688423 |
| Kurtosis | 0.47629339 |
| Mean | 2.830952 × 109 |
| Median Absolute Deviation (MAD) | 1.9339615 × 109 |
| Skewness | 0.80283906 |
| Sum | 1.4579403 × 1012 |
| Variance | 6.0226444 × 1018 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 81 | 15.7% |
| 20135486.97 | 1 | 0.2% |
| 9283774015 | 1 | 0.2% |
| 18451777.49 | 1 | 0.2% |
| 2894024455 | 1 | 0.2% |
| 2171634774 | 1 | 0.2% |
| 7384724560 | 1 | 0.2% |
| 6819817240 | 1 | 0.2% |
| 257.377 | 1 | 0.2% |
| 168018526.1 | 1 | 0.2% |
| Other values (425) | 425 |
| Value | Count | Frequency (%) |
| 0 | 81 | |
| 6.081 | 1 | 0.2% |
| 32.414 | 1 | 0.2% |
| 225.258 | 1 | 0.2% |
| 257.377 | 1 | 0.2% |
| 276.051 | 1 | 0.2% |
| 402.746 | 1 | 0.2% |
| 1353.566 | 1 | 0.2% |
| 2850.678 | 1 | 0.2% |
| 24104.713 | 1 | 0.2% |
| Value | Count | Frequency (%) |
| 1.400694499 × 1010 | 1 | |
| 1.066099784 × 1010 | 1 | |
| 1.038846347 × 1010 | 1 | |
| 1.025023396 × 1010 | 1 | |
| 9789467737 | 1 | |
| 9283774015 | 1 | |
| 9212217305 | 1 | |
| 9063687414 | 1 | |
| 8813170693 | 1 | |
| 8447635103 | 1 |
linacc_var
Real number (ℝ)
Zeros
| Distinct | 424 |
|---|---|
| Distinct (%) | 82.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.0338913 |
| Minimum | 0 |
|---|---|
| Maximum | 33.762 |
| Zeros | 82 |
| Zeros (%) | 15.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 8.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1.377 |
| median | 4.114 |
| Q3 | 7.279 |
| 95-th percentile | 13.5227 |
| Maximum | 33.762 |
| Range | 33.762 |
| Interquartile range (IQR) | 5.902 |
Descriptive statistics
| Standard deviation | 4.7461081 |
|---|---|
| Coefficient of variation (CV) | 0.94283088 |
| Kurtosis | 5.8039319 |
| Mean | 5.0338913 |
| Median Absolute Deviation (MAD) | 2.959 |
| Skewness | 1.7651752 |
| Sum | 2592.454 |
| Variance | 22.525542 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 82 | 15.9% |
| 4.628 | 3 | 0.6% |
| 7.072 | 2 | 0.4% |
| 8.799 | 2 | 0.4% |
| 3.519 | 2 | 0.4% |
| 0.033 | 2 | 0.4% |
| 3.852 | 2 | 0.4% |
| 0.012 | 2 | 0.4% |
| 4.458 | 2 | 0.4% |
| 0.82 | 2 | 0.4% |
| Other values (414) | 414 |
| Value | Count | Frequency (%) |
| 0 | 82 | |
| 0.002 | 1 | 0.2% |
| 0.004 | 1 | 0.2% |
| 0.008 | 1 | 0.2% |
| 0.012 | 2 | 0.4% |
| 0.014 | 1 | 0.2% |
| 0.024 | 1 | 0.2% |
| 0.033 | 2 | 0.4% |
| 0.04 | 1 | 0.2% |
| 0.179 | 1 | 0.2% |
| Value | Count | Frequency (%) |
| 33.762 | 1 | |
| 32.398 | 1 | |
| 29.655 | 1 | |
| 21.286 | 1 | |
| 20.708 | 1 | |
| 19.532 | 1 | |
| 18.868 | 1 | |
| 18.736 | 1 | |
| 18.653 | 1 | |
| 17.964 | 1 |
linacc_max
Real number (ℝ)
Zeros
| Distinct | 433 |
|---|---|
| Distinct (%) | 84.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 93.422431 |
| Minimum | 0 |
|---|---|
| Maximum | 6035 |
| Zeros | 81 |
| Zeros (%) | 15.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 8.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 49.403 |
| median | 84.944 |
| Q3 | 104.7705 |
| 95-th percentile | 127.7817 |
| Maximum | 6035 |
| Range | 6035 |
| Interquartile range (IQR) | 55.3675 |
Descriptive statistics
| Standard deviation | 294.81005 |
|---|---|
| Coefficient of variation (CV) | 3.1556667 |
| Kurtosis | 333.45946 |
| Mean | 93.422431 |
| Median Absolute Deviation (MAD) | 23.961 |
| Skewness | 17.413367 |
| Sum | 48112.552 |
| Variance | 86912.967 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 81 | 15.7% |
| 9.855 | 2 | 0.4% |
| 104.411 | 2 | 0.4% |
| 41.581 | 1 | 0.2% |
| 112.939 | 1 | 0.2% |
| 97.262 | 1 | 0.2% |
| 43.119 | 1 | 0.2% |
| 77.265 | 1 | 0.2% |
| 112.692 | 1 | 0.2% |
| 104.622 | 1 | 0.2% |
| Other values (423) | 423 |
| Value | Count | Frequency (%) |
| 0 | 81 | |
| 0.475 | 1 | 0.2% |
| 3.368 | 1 | 0.2% |
| 9.271 | 1 | 0.2% |
| 9.814 | 1 | 0.2% |
| 9.835 | 1 | 0.2% |
| 9.842 | 1 | 0.2% |
| 9.855 | 2 | 0.4% |
| 9.89 | 1 | 0.2% |
| 9.913 | 1 | 0.2% |
| Value | Count | Frequency (%) |
| 6035 | 1 | |
| 2641 | 1 | |
| 1396 | 1 | |
| 404.009 | 1 | |
| 144.935 | 1 | |
| 144.702 | 1 | |
| 143.842 | 1 | |
| 143.633 | 1 | |
| 143.157 | 1 | |
| 142.09 | 1 |
linacc_energy
Real number (ℝ)
Zeros
| Distinct | 435 |
|---|---|
| Distinct (%) | 84.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5197425.7 |
| Minimum | 0 |
|---|---|
| Maximum | 45909577 |
| Zeros | 81 |
| Zeros (%) | 15.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 8.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 995842.98 |
| median | 4750882.3 |
| Q3 | 7677666.5 |
| 95-th percentile | 14280583 |
| Maximum | 45909577 |
| Range | 45909577 |
| Interquartile range (IQR) | 6681823.5 |
Descriptive statistics
| Standard deviation | 4889381.9 |
|---|---|
| Coefficient of variation (CV) | 0.94073146 |
| Kurtosis | 9.1302937 |
| Mean | 5197425.7 |
| Median Absolute Deviation (MAD) | 3287933.9 |
| Skewness | 1.8222454 |
| Sum | 2.6766742 × 109 |
| Variance | 2.3906055 × 1013 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 81 | 15.7% |
| 33931.199 | 1 | 0.2% |
| 5523152.997 | 1 | 0.2% |
| 7004475.908 | 1 | 0.2% |
| 27994.235 | 1 | 0.2% |
| 5201549.947 | 1 | 0.2% |
| 4182625.45 | 1 | 0.2% |
| 12011561.88 | 1 | 0.2% |
| 12366364.57 | 1 | 0.2% |
| 276.305 | 1 | 0.2% |
| Other values (425) | 425 |
| Value | Count | Frequency (%) |
| 0 | 81 | |
| 16.161 | 1 | 0.2% |
| 61.248 | 1 | 0.2% |
| 98.43 | 1 | 0.2% |
| 107.583 | 1 | 0.2% |
| 120.669 | 1 | 0.2% |
| 131.935 | 1 | 0.2% |
| 193.459 | 1 | 0.2% |
| 276.305 | 1 | 0.2% |
| 312.519 | 1 | 0.2% |
| Value | Count | Frequency (%) |
| 45909576.83 | 1 | |
| 22722240.84 | 1 | |
| 21075481.91 | 1 | |
| 20017532.14 | 1 | |
| 19466770.75 | 1 | |
| 19094199.03 | 1 | |
| 18471096.06 | 1 | |
| 17052714.74 | 1 | |
| 17035633.3 | 1 | |
| 16931013.96 | 1 |
steps_walking
Real number (ℝ)
Zeros
| Distinct | 483 |
|---|---|
| Distinct (%) | 93.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4652.1087 |
| Minimum | -9488 |
|---|---|
| Maximum | 18314 |
| Zeros | 21 |
| Zeros (%) | 4.1% |
| Negative | 4 |
| Negative (%) | 0.8% |
| Memory size | 8.0 KiB |
Quantile statistics
| Minimum | -9488 |
|---|---|
| 5-th percentile | 37.1 |
| Q1 | 1852.5 |
| median | 4078 |
| Q3 | 6814 |
| 95-th percentile | 11387.6 |
| Maximum | 18314 |
| Range | 27802 |
| Interquartile range (IQR) | 4961.5 |
Descriptive statistics
| Standard deviation | 3670.3203 |
|---|---|
| Coefficient of variation (CV) | 0.78895841 |
| Kurtosis | 0.6938161 |
| Mean | 4652.1087 |
| Median Absolute Deviation (MAD) | 2427 |
| Skewness | 0.73461291 |
| Sum | 2395836 |
| Variance | 13471251 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 21 | 4.1% |
| 2850 | 2 | 0.4% |
| 465 | 2 | 0.4% |
| 5419 | 2 | 0.4% |
| 122 | 2 | 0.4% |
| 284 | 2 | 0.4% |
| 3605 | 2 | 0.4% |
| 6087 | 2 | 0.4% |
| 1009 | 2 | 0.4% |
| 6063 | 2 | 0.4% |
| Other values (473) | 476 |
| Value | Count | Frequency (%) |
| -9488 | 1 | 0.2% |
| -614 | 1 | 0.2% |
| -72 | 1 | 0.2% |
| -19 | 1 | 0.2% |
| 0 | 21 | |
| 35 | 1 | 0.2% |
| 38 | 1 | 0.2% |
| 55 | 1 | 0.2% |
| 67 | 1 | 0.2% |
| 88 | 1 | 0.2% |
| Value | Count | Frequency (%) |
| 18314 | 1 | |
| 16774 | 1 | |
| 16292 | 1 | |
| 15742 | 1 | |
| 15180 | 1 | |
| 15119 | 1 | |
| 14841 | 1 | |
| 14642 | 1 | |
| 14337 | 1 | |
| 13938 | 1 |
steps_running
Real number (ℝ)
Zeros
| Distinct | 149 |
|---|---|
| Distinct (%) | 28.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 174.78252 |
| Minimum | -68 |
|---|---|
| Maximum | 3852 |
| Zeros | 152 |
| Zeros (%) | 29.5% |
| Negative | 1 |
| Negative (%) | 0.2% |
| Memory size | 8.0 KiB |
Quantile statistics
| Minimum | -68 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 7 |
| Q3 | 40.5 |
| 95-th percentile | 1424.4 |
| Maximum | 3852 |
| Range | 3920 |
| Interquartile range (IQR) | 40.5 |
Descriptive statistics
| Standard deviation | 550.18206 |
|---|---|
| Coefficient of variation (CV) | 3.1478093 |
| Kurtosis | 17.804644 |
| Mean | 174.78252 |
| Median Absolute Deviation (MAD) | 7 |
| Skewness | 4.1070852 |
| Sum | 90013 |
| Variance | 302700.3 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 152 | |
| 2 | 23 | 4.5% |
| 1 | 18 | 3.5% |
| 3 | 18 | 3.5% |
| 7 | 18 | 3.5% |
| 5 | 17 | 3.3% |
| 4 | 15 | 2.9% |
| 11 | 12 | 2.3% |
| 6 | 12 | 2.3% |
| 15 | 8 | 1.6% |
| Other values (139) | 222 |
| Value | Count | Frequency (%) |
| -68 | 1 | 0.2% |
| 0 | 152 | |
| 1 | 18 | 3.5% |
| 2 | 23 | 4.5% |
| 3 | 18 | 3.5% |
| 4 | 15 | 2.9% |
| 5 | 17 | 3.3% |
| 6 | 12 | 2.3% |
| 7 | 18 | 3.5% |
| 8 | 7 | 1.4% |
| Value | Count | Frequency (%) |
| 3852 | 1 | |
| 3764 | 1 | |
| 3570 | 1 | |
| 3329 | 1 | |
| 2917 | 1 | |
| 2745 | 1 | |
| 2686 | 1 | |
| 2537 | 1 | |
| 2510 | 1 | |
| 2428 | 1 |
total_distance
Real number (ℝ)
Zeros
| Distinct | 495 |
|---|---|
| Distinct (%) | 96.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3451.5403 |
| Minimum | -7250.142 |
|---|---|
| Maximum | 13472.34 |
| Zeros | 21 |
| Zeros (%) | 4.1% |
| Negative | 4 |
| Negative (%) | 0.8% |
| Memory size | 8.0 KiB |
Quantile statistics
| Minimum | -7250.142 |
|---|---|
| 5-th percentile | 24.813 |
| Q1 | 1370.99 |
| median | 3025 |
| Q3 | 5002.245 |
| 95-th percentile | 8551.0052 |
| Maximum | 13472.34 |
| Range | 20722.482 |
| Interquartile range (IQR) | 3631.255 |
Descriptive statistics
| Standard deviation | 2733.1001 |
|---|---|
| Coefficient of variation (CV) | 0.79184938 |
| Kurtosis | 0.66996266 |
| Mean | 3451.5403 |
| Median Absolute Deviation (MAD) | 1784.99 |
| Skewness | 0.72599618 |
| Sum | 1777543.3 |
| Variance | 7469835.9 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 21 | 4.1% |
| 5085.53 | 1 | 0.2% |
| 6188.47 | 1 | 0.2% |
| 3531.43 | 1 | 0.2% |
| 281.53 | 1 | 0.2% |
| 1878.81 | 1 | 0.2% |
| 1916.97 | 1 | 0.2% |
| 998.54 | 1 | 0.2% |
| 4835.97 | 1 | 0.2% |
| 1450.05 | 1 | 0.2% |
| Other values (485) | 485 |
| Value | Count | Frequency (%) |
| -7250.142 | 1 | 0.2% |
| -503.2 | 1 | 0.2% |
| -80.47 | 1 | 0.2% |
| -48.09 | 1 | 0.2% |
| 0 | 21 | |
| 21.25 | 1 | 0.2% |
| 26.34 | 1 | 0.2% |
| 29.39 | 1 | 0.2% |
| 36.39 | 1 | 0.2% |
| 62.88 | 1 | 0.2% |
| Value | Count | Frequency (%) |
| 13472.34 | 1 | |
| 12169.24 | 1 | |
| 11879.628 | 1 | |
| 11732.39 | 1 | |
| 11708.28 | 1 | |
| 11404.276 | 1 | |
| 11381.79 | 1 | |
| 10876.298 | 1 | |
| 10654.914 | 1 | |
| 10540.189 | 1 |
total_calories
Real number (ℝ)
Zeros
| Distinct | 493 |
|---|---|
| Distinct (%) | 95.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 148.26794 |
| Minimum | -315.79 |
|---|---|
| Maximum | 601.15 |
| Zeros | 21 |
| Zeros (%) | 4.1% |
| Negative | 5 |
| Negative (%) | 1.0% |
| Memory size | 8.0 KiB |
Quantile statistics
| Minimum | -315.79 |
|---|---|
| 5-th percentile | 0.595 |
| Q1 | 59.58 |
| median | 127.53 |
| Q3 | 211.745 |
| 95-th percentile | 373.199 |
| Maximum | 601.15 |
| Range | 916.94 |
| Interquartile range (IQR) | 152.165 |
Descriptive statistics
| Standard deviation | 118.40274 |
|---|---|
| Coefficient of variation (CV) | 0.79857273 |
| Kurtosis | 0.81462014 |
| Mean | 148.26794 |
| Median Absolute Deviation (MAD) | 76.31 |
| Skewness | 0.7698798 |
| Sum | 76357.99 |
| Variance | 14019.208 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 21 | 4.1% |
| 42.71 | 2 | 0.4% |
| 106.98 | 2 | 0.4% |
| 58.45 | 1 | 0.2% |
| 11.55 | 1 | 0.2% |
| 76.58 | 1 | 0.2% |
| 78.85 | 1 | 0.2% |
| 41.39 | 1 | 0.2% |
| 199.06 | 1 | 0.2% |
| 60.59 | 1 | 0.2% |
| Other values (483) | 483 |
| Value | Count | Frequency (%) |
| -315.79 | 1 | 0.2% |
| -20.95 | 1 | 0.2% |
| -5.79 | 1 | 0.2% |
| -4.16 | 1 | 0.2% |
| -1.43 | 1 | 0.2% |
| 0 | 21 | |
| 0.85 | 1 | 0.2% |
| 1.17 | 1 | 0.2% |
| 1.58 | 1 | 0.2% |
| 2.5 | 1 | 0.2% |
| Value | Count | Frequency (%) |
| 601.15 | 1 | |
| 548.32 | 1 | |
| 526.97 | 1 | |
| 512.01 | 1 | |
| 504.01 | 1 | |
| 493.33 | 1 | |
| 479.26 | 1 | |
| 477.39 | 1 | |
| 457.63 | 1 | |
| 439.92 | 1 |
date
Date
Unique
| Distinct | 515 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 8.0 KiB |
| Minimum | 2016-01-04 00:00:00 |
|---|---|
| Maximum | 2022-10-05 00:00:00 |
| Invalid dates | 0 |
| Invalid dates (%) | 0.0% |
Histogram with fixed size bins (bins=50)
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 490 | |
| 1 | 25 | 4.9% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 490 | |
| 1 | 25 | 4.9% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 490 | |
| 1 | 25 | 4.9% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 515 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 490 | |
| 1 | 25 | 4.9% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 515 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 490 | |
| 1 | 25 | 4.9% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 515 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 490 | |
| 1 | 25 | 4.9% |
Interactions
Missing values
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
Sample
| hr_mean | hr_min | hr_max | hr_median | hr_valid_count | gyr_var | gyr_max | gyr_energy | linacc_var | linacc_max | linacc_energy | steps_walking | steps_running | total_distance | total_calories | date | label | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 77.971 | 0.0 | 153.0 | 135.0 | 619.0 | 2679.194 | 932.156 | 2.013549e+07 | 4.500 | 41.581 | 3.393120e+04 | 0.0 | 0.0 | 0.000 | 0.00 | 2016-01-04 | 0 |
| 1 | 0.000 | 0.0 | 0.0 | 0.0 | 54.0 | 2332.962 | 877.586 | 2.531616e+07 | 3.625 | 34.646 | 3.944339e+04 | 0.0 | 0.0 | 0.000 | 0.00 | 2020-09-16 | 0 |
| 2 | 78.190 | 0.0 | 168.0 | 72.0 | 213374.0 | 1683.602 | 1346.519 | 2.203843e+09 | 2.336 | 73.200 | 3.064243e+06 | 2003.0 | 3.0 | 1560.620 | 74.35 | 2020-09-17 | 0 |
| 3 | 90.195 | 0.0 | 202.0 | 86.0 | 314195.0 | 5493.325 | 1335.069 | 7.527926e+09 | 9.087 | 90.121 | 1.250705e+07 | 13222.0 | 1772.0 | 10876.298 | 477.39 | 2020-09-18 | 0 |
| 4 | 83.323 | 0.0 | 207.0 | 72.0 | 283454.0 | 4762.392 | 2186.018 | 5.683039e+09 | 8.647 | 116.112 | 1.033932e+07 | 5129.0 | 8.0 | 3487.920 | 143.14 | 2020-09-19 | 0 |
| 5 | 73.746 | 0.0 | 172.0 | 67.0 | 398575.0 | 1358.238 | 1119.743 | 2.215543e+09 | 2.285 | 69.475 | 3.734802e+06 | 1213.0 | 0.0 | 839.630 | 36.79 | 2020-09-20 | 0 |
| 6 | 0.000 | 0.0 | 0.0 | 0.0 | 0.0 | 0.000 | 0.000 | 0.000000e+00 | 0.000 | 0.000 | 0.000000e+00 | 10856.0 | 2083.0 | 8965.378 | 397.38 | 2020-09-21 | 0 |
| 7 | 84.603 | 0.0 | 200.0 | 74.0 | 264638.0 | 5821.709 | 1686.984 | 7.059529e+09 | 11.704 | 82.141 | 1.426741e+07 | 6850.0 | 1739.0 | 6052.199 | 272.55 | 2020-09-22 | 0 |
| 8 | 84.707 | 0.0 | 206.0 | 77.0 | 170730.0 | 5146.486 | 1671.998 | 7.321498e+09 | 11.202 | 87.422 | 1.600133e+07 | 6587.0 | 2537.0 | 6499.044 | 306.20 | 2020-09-23 | 0 |
| 9 | 87.958 | 0.0 | 200.0 | 83.0 | 272692.0 | 3325.611 | 1633.152 | 3.828733e+09 | 5.477 | 93.149 | 6.321100e+06 | 6134.0 | 150.0 | 4481.280 | 190.63 | 2020-09-24 | 0 |
| hr_mean | hr_min | hr_max | hr_median | hr_valid_count | gyr_var | gyr_max | gyr_energy | linacc_var | linacc_max | linacc_energy | steps_walking | steps_running | total_distance | total_calories | date | label | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 523 | 99.644 | 0.0 | 168.0 | 98.0 | 204393.0 | 7683.398 | 2284.387 | 6.285615e+09 | 13.990 | 113.839 | 1.149326e+07 | 5527.0 | 12.0 | 4128.59 | 169.22 | 2022-08-28 | 0 |
| 525 | 102.094 | 0.0 | 172.0 | 98.0 | 152209.0 | 8544.866 | 1387.291 | 5.207299e+09 | 15.310 | 108.698 | 9.349705e+06 | 3998.0 | 178.0 | 3394.64 | 148.38 | 2022-08-31 | 0 |
| 527 | 71.452 | 0.0 | 135.0 | 63.0 | 221526.0 | 3070.506 | 1580.838 | 2.721321e+09 | 5.553 | 103.240 | 4.933286e+06 | 1506.0 | 0.0 | 1119.89 | 46.74 | 2022-09-12 | 0 |
| 528 | 81.900 | 0.0 | 152.0 | 74.0 | 121468.0 | 233.157 | 911.296 | 1.920064e+08 | 0.477 | 36.761 | 3.958031e+05 | 357.0 | 0.0 | 259.94 | 10.01 | 2022-09-13 | 0 |
| 529 | 95.320 | 0.0 | 135.0 | 93.0 | 46599.0 | 3861.979 | 1384.183 | 7.207937e+08 | 7.791 | 81.071 | 1.454010e+06 | 1220.0 | 12.0 | 1033.92 | 51.16 | 2022-09-14 | 0 |
| 530 | 0.000 | 0.0 | 0.0 | 0.0 | 0.0 | 0.000 | 0.000 | 0.000000e+00 | 0.000 | 0.000 | 0.000000e+00 | 1009.0 | 752.0 | 1640.36 | 89.45 | 2022-09-15 | 0 |
| 531 | 108.133 | 0.0 | 181.0 | 106.0 | 63617.0 | 8389.500 | 2336.746 | 2.632606e+09 | 16.233 | 110.054 | 5.137074e+06 | 2357.0 | 22.0 | 1723.65 | 70.02 | 2022-09-24 | 0 |
| 532 | 0.000 | 0.0 | 0.0 | 0.0 | 1.0 | 99.667 | 462.314 | 6.944627e+06 | 0.289 | 21.677 | 2.020540e+04 | 0.0 | 0.0 | 0.00 | 0.00 | 2022-09-25 | 0 |
| 533 | 93.485 | 0.0 | 174.0 | 86.0 | 102785.0 | 5491.976 | 2521.665 | 2.260788e+09 | 9.549 | 127.373 | 3.935602e+06 | 1889.0 | 12.0 | 1443.90 | 61.61 | 2022-10-04 | 0 |
| 534 | 106.649 | 0.0 | 194.0 | 105.0 | 212584.0 | 9926.019 | 1979.192 | 8.442876e+09 | 18.653 | 129.726 | 1.591520e+07 | 9945.0 | 123.0 | 7809.45 | 337.30 | 2022-10-05 | 0 |